exdark-rfdetr-medium / config.json
dronefreak's picture
Upload 5 files (#1)
8ca6680
Raw
History Blame Contribute Delete
4.12 kB
{
"train_config": {
"lr": 0.0001,
"lr_encoder": 0.00015,
"batch_size": 9,
"grad_accum_steps": 2,
"auto_batch_target_effective": 16,
"auto_batch_max_targets_per_image": 100,
"auto_batch_ema_headroom": 0.7,
"epochs": 500,
"resume": null,
"ema_decay": 0.993,
"ema_tau": 100,
"lr_drop": 100,
"checkpoint_interval": 100,
"skip_best_epochs": 0,
"smooth_alpha": 0.0,
"warmup_epochs": 0.0,
"lr_vit_layer_decay": 0.8,
"lr_component_decay": 0.7,
"drop_path": 0.0,
"cls_loss_coef": 1.0,
"keypoint_flip_pairs": [],
"keypoint_l1_loss_coef": 0,
"keypoint_findable_loss_coef": 0,
"keypoint_visible_loss_coef": 0,
"keypoint_nll_loss_coef": 0,
"keypoint_oks_sigmas": null,
"dataset_file": "roboflow",
"square_resize_div_64": true,
"dataset_dir": "/home/saumya.saksena/projects/ExDark/data",
"output_dir": "/home/saumya.saksena/projects/DetectionBench/experiments/exdark/rfdetr-medium",
"multi_scale": true,
"expanded_scales": true,
"do_random_resize_via_padding": false,
"use_ema": true,
"ema_update_interval": 1,
"eval_ema_only": false,
"num_workers": 4,
"weight_decay": 0.0001,
"amp_dtype": "auto",
"early_stopping": true,
"early_stopping_patience": 100,
"early_stopping_min_delta": 0.001,
"early_stopping_use_ema": false,
"progress_bar": "rich",
"tensorboard": true,
"wandb": false,
"mlflow": false,
"clearml": false,
"project": null,
"run": null,
"class_names": null,
"run_test": false,
"eval_max_dets": 500,
"eval_interval": 1,
"log_per_class_metrics": true,
"eval_masks_head_resolution": false,
"aug_config": null,
"scale_jitter": true,
"augmentation_backend": "kornia",
"save_dataset_grids": false,
"notes": null,
"accelerator": "auto",
"clip_max_norm": 0.1,
"seed": 42,
"sync_bn": false,
"strategy": "auto",
"devices": 1,
"num_nodes": 1,
"fp16_eval": false,
"lr_scheduler": "step",
"lr_scheduler_kwargs": {},
"lr_scheduler_interval": "step",
"lr_scheduler_monitor": "val/loss",
"lr_min_factor": 0.0,
"optimizer": "adamw",
"optimizer_kwargs": {},
"dont_save_weights": false,
"train_log_sync_dist": false,
"train_log_on_step": false,
"compute_train_metrics": false,
"compute_val_loss": true,
"compute_test_loss": true,
"pin_memory": null,
"persistent_workers": null,
"prefetch_factor": null
},
"model_config": {
"encoder": "dinov2_windowed_small",
"out_feature_indexes": [
3,
6,
9,
12
],
"dec_layers": 4,
"two_stage": true,
"projector_scale": [
"P4"
],
"hidden_dim": 256,
"patch_size": 16,
"num_windows": 2,
"sa_nheads": 8,
"ca_nheads": 16,
"dec_n_points": 2,
"num_queries": 300,
"num_select": 300,
"postprocess_trace_alpha": 0.2,
"bbox_reparam": true,
"lite_refpoint_refine": true,
"layer_norm": true,
"amp": true,
"num_channels": 3,
"num_classes": 12,
"pretrain_weights": "/home/saumya.saksena/.roboflow/models/rf-detr-medium.pth",
"device": "cuda",
"resolution": 576,
"group_detr": 13,
"gradient_checkpointing": false,
"compile": false,
"fused_optimizer": true,
"positional_encoding_size": 36,
"ia_bce_loss": true,
"segmentation_head": false,
"use_grouppose_keypoints": false,
"keypoint_cross_attn": true,
"inter_instance_kp_attn": false,
"grouppose_keypoint_dim_downscale": 1,
"dual_projector": false,
"dual_projector_kp_only": false,
"num_keypoints_per_class": [],
"num_decoder_registers": 0,
"mask_downsample_ratio": 4,
"backbone_lora": false,
"freeze_encoder": false,
"license": "Apache-2.0",
"model_name": "RFDETRMedium"
},
"model_config_type": "RFDETRMediumConfig",
"class_names": [
"Bicycle",
"Boat",
"Bottle",
"Bus",
"Car",
"Cat",
"Chair",
"Cup",
"Dog",
"Motorbike",
"People",
"Table"
],
"num_classes": 12
}